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Clustering by Passing Messages Between Data Points
Article
Article
Clustering by Passing Messages Between Data Points
Brendan J. Frey; Delbert Dueck · Science · 2007
Clustering data by identifying a subset of representative examples is important for processing sensory signals and detecting patterns in data. Such "exemplars" can be found by randomly choosing an initial subset of data ...
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Machine learning: Trends, perspectives, and prospects
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Machine learning: Trends, perspectives, and prospects
Michael I. Jordan; Tom M. Mitchell · Science · 2015
Machine learning addresses the question of how to build computers that improve automatically through experience. It is one of today's most rapidly growing technical fields, lying at the intersection of computer science a...
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Measuring the Accuracy of Diagnostic Systems
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Measuring the Accuracy of Diagnostic Systems
John A. Swets · Science · 1988
Diagnostic systems of several kinds are used to distinguish between two classes of events, essentially "signals" and "noise". For them, analysis in terms of the "relative operating characteristic" of signal detection the...
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Book
Minería de datos :
Gironés Roig, Jordi · Editorial UOC · 2017 · ISBN 9788491169048
Subjects / keywords: Data mining; Computer science; Electronic books
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